Build your first Kalshi bot. Start with market data.
A practical Python guide to reading public Kalshi markets without API keys, orders, or a funded account.
Prediction Talks
EXPLORE THE TOPIC
Bots & APIs
Practical market-data projects, paper trading, API troubleshooting, and evaluating community code.
4 stories to explore
Before you run a community trading bot, read this.
How to evaluate a prediction market repository: source identity, permissions, key handling, demo behavior, fill assumptions, and unsupported profit claims.
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Paper trade the process, not just the prediction.
Build a useful test plan for a prediction market bot: logged decisions, realistic fill assumptions, fees, and a clear separation from live trading.
Prediction Talks
Explore Polymarket data without connecting a wallet.
A read-only starting point for Polymarket's international market-discovery API, with pagination, product boundaries, and data-quality checks.
Prediction Talks